About
I am currently a Postdoctoral Fellow at the Hong Kong Polytechnic University. Previously, I was a DPhil student in Numerical Analysis at the University of Oxford, you can consult my thesis here . My main interests are Numerical Analysis and Scientific Computing of Partial Differential Equations (PDEs), with a focus on nonlinear and nonlocal PDEs, involving the fractional Laplacian.
You can see some of my work: Finite Element Approximation of fractional nonlinear PDEs
Education & interests
Experience
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University of Oxford (2026–2026)ERC Researcher
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Jesus College, University of Oxford (2023–2026)Retained Lecturer
Education
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University of Oxford (2022–2026)DPhil in MathematicsAdvisors: José A. Carrillo, Endre SüliDPhil thesis: ORAUniversity of Trento (2020–2022)Master's Degree in MathematicsThesis supervisor: Robert NürnbergDurham University (2019–2020)Erasmus Exchange ProgrammeUniversity of Bologna (2016–2020)Bachelor's Degree in MathematicsThesis supervisor: Valeria Simoncini
Interests
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Numerical Analysis
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Scientific Computing
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Numerical methods for PDEs (Finite Element, Finite Volume)
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Nonlocal and fractional PDEs
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Modeling & Simulation
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Optimisation
Publications
HTML ArXiv, 2026.We study a nonlocal porous medium diffusion equation with anisotropic fractional pressure and develop a finite element method on bounded Lipschitz domains. We prove convergence to a nonnegative weak solution and present 2D experiments illustrating anisotropy, nonlocal effects, and decay to steady state.
BibTeX
@article{Fronzoni2026, author = {Stefano Fronzoni}, title = {Finite element approximation of an anisotropic porous medium equation with fractional pressure}, journal = {arXiv preprint arXiv:2604.13014}, year = {2026}, }HTML ArXiv, 2025.Finite Element method for the Dirichlet problem for the integral fractional Laplacian $(-\Delta)^s$, $s\in(0,1)$, introducing bases of the form $\delta^s\times$ (piecewise linear functions). The method exploits the improved regularity of $u/\delta^s$ and achieves higher convergence rates (order $h^{2-s}$ under standard smoothness).
BibTeX
@article{delTesoGomezCastroFronzoni2025, title = {Finite Elements with weighted bases for the fractional Laplacian}, author = {del Teso, F{\'e}lix and G{\'o}mez Castro, David and Fronzoni, Stefano}, journal = {arXiv preprint arXiv:2511.01727}, year = {2025} }HTML ArXiv, 2025.A fast, accurate numerical method based on Finite Elements and rational approximations for the inverse of the spectral fractional Laplacian. The method is applied to evolutionary PDEs that involve the fractional Laplacian through an interaction potential (the fractional porous medium equation and the fractional Keller-Segel equation) with numerical validation of qualitative properties.
BibTeX
@article{CarrilloNakatsukasaSuliFronzoni2025, title = {A minimax method for the spectral fractional Laplacian and related evolution problems}, author = {Carrillo, Jos{\'e} A. and Nakatsukasa, Yuji and S{\"u}li, Endre and Fronzoni, Stefano}, journal = {arXiv preprint arXiv:2505.20560}, year = {2025} }HTML Communications on Pure and Applied Analysis, 2025.Study that quantifies the rate at which a nonlocal porous-medium approximation converges to the local model in one dimension. The analysis exploits the so-called Evolutionary Variational Inequality for both the nonlocal and local equations, as well as a priori estimates, and provides numerical evidence using a Finite Volume scheme, suggesting possible improvements.
BibTeX
@article{CarrilloElbarSkrzeczkowskiFronzoni2025, title = {Rate of Convergence for a Nonlocal-to-local Limit in One Dimension}, author = {Carrillo, Jos{\'e} A. and Elbar, Charles and Skrzeczkowski, Jakub and Fronzoni, Stefano}, journal = {Communications on Pure and Applied Analysis}, year = {2025}, doi = {10.3934/cpaa.2025114} }HTML Numerische Mathematik, 2025.Finite Element scheme for a porous medium equation with a nonlocal pressure, given by the spectral Neumann Laplacian. The study performs a rigorous passage to the limit as the spatial and temporal discretisation parameters tend to zero and shows that a subsequence of Finite Element approximations defined by the proposed numerical method converges to a bounded and nonnegative weak solution of the initial-boundary-value problem. Exponential decay of the total energy associated with the problem is also established.
BibTeX
@article{CarrilloSuliFronzoni2025, title = {Finite Element Approximation of the Fractional Porous Medium Equation}, author = {Carrillo, Jos{\'e} A. and S{\"u}li, Endre and Fronzoni, Stefano}, journal = {Numerische Mathematik}, year = {2025}, doi = {10.1007/s00211-025-01486-3} }HTML European Journal of Applied Mathematics, 1-21, 2024.Conservation-law formulation of a fractional Laplacian suitable for Finite Volume schemes, allowing direct no-flux boundary prescription and capturing anomalous diffusion. Numerical exploration of properties of the fractional heat equation and Lévy-Fokker-Plack equation with respect to their stationary states and long-time asymptotics.
BibTeX
@article{BailoCarrilloGomezCastroFronzoni2024, title = {A finite-volume scheme for fractional diffusion on bounded domains}, author = {Bailo, Rafael and Carrillo, Jos{\'e} A. and G{\'o}mez Castro, David and Fronzoni, Stefano}, journal = {European Journal of Applied Mathematics}, year = {2024}, doi = {10.1017/S0956792524000172} }Conferences
∙ Feishu Mathematics Symposium ∙ Shanghai, China, 2026
∙ CMAM 2026 ∙ Vienna, Austria, 2026
∙ SciCADE 2026 ∙ Edinburgh, United Kingdom, 2026
∙ 15th Oxbridge PDE Conference ∙ Oxford, United Kingdom, 2026
∙ International Summer School on Mathematical Biology ∙ Shanghai, China, 2025
∙ CMAM-10, 10th International Conference on Computational Methods in Applied Mathematics ∙ Bonn, Germany, 2024
∙ Heidelberg Laureate Forum ∙ Heidelberg, Germany, 2023
∙ Numerical Aspects of Hyperbolic Balance Laws ∙ Cortona, Italy, 2023
∙ SIBBM Frontiers in Molecular Biology ∙ Italy, 2021
Contributed talks
CMAM 2026 Minisymposium slides
Vienna, Austria, invited talkJul 2026SciCADE 2026 slides
Edinburgh, United Kingdom, contributed talkJun 2026PDEs and Numerical Analysis Seminar
Universidad Autónoma de Madrid, invited talkMar 2026Queen’s College internal seminar
Queen’s College, University of OxfordMar 2025Junior Analysis and Probability Seminar
University of Warwick, invited talkFeb 202510th International Conference on Computational Methods in Applied Mathematics (CMAM-10) Minisymposium
Bonn, Germany, invited talkJun 2024Imperial College UCL Numerical Analysis Seminar
Imperial College, London, invited talkFeb 2024Mathematical Institute Numerical Analysis Seminar
Mathematical Institute, University of OxfordOct 2023Heidelberg Laureate Forum Flash Session
Heidelberg, GermanySept 2023Contact
For collaborations, talks or questions: stefano.fronzoni@polyu.edu.hk
Department: Department of Applied Mathematics, Hong Kong Polytechnic University